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09/16/2022
Examining spatial heterogeneity of ridesourcing demand determinants with explainable machine learning
The growing significance of ridesourcing services in recent years sugges...
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06/15/2021
S-LIME: Stabilized-LIME for Model Explanation
An increasing number of machine learning models have been deployed in do...
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12/02/2019
Asymptotic Normality and Variance Estimation For Supervised Ensembles
Ensemble methods based on bootstrapping have improved the predictive acc...
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10/30/2019
Distilling Black-Box Travel Mode Choice Model for Behavioral Interpretation
Machine learning has proved to be very successful for making predictions...
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03/12/2019
Unbiased Measurement of Feature Importance in Tree-Based Methods
We propose a modification that corrects for split-improvement variable i...
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08/22/2018